Somak Aditya
23 papers · 2015–2026 · 10 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (42) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Gold 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Artificial Intelligence
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Machine Learning
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Deep Learning
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Learning Types · Machine Learning
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Computer Vision
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large language model
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visual question answering
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cross-lingual transfer
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multilingual language model
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vision-language model
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zero-shot transfer
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few-shot learning
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benchmark evaluation
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entity tracking
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language model
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mathematical reasoning
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text generation
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natural language inference
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knowledge integration
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machine translation
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visual perception
(1)
adversarial robustness
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logical reasoning
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information retrieval
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Papers
AD2: Analysis and Detection of Adversarial Threats in Visual Perception for End-to-End Autonomous Driving Systems
WACV 2026
AURA: Affordance-Understanding and Risk-aware Alignment Technique for Large Language Models
AAAI 2026
PRAGWORLD: A Benchmark Evaluating LLMs’ Local World Model Under Minimal Linguistic Alterations and Conversational Dynamics
AAAI 2026
EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos
EMNLP 2025
Evaluating LLMs’ Mathematical and Coding Competency through Ontology-guided Interventions
ACL 2025
NLKI: A Lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks
EMNLP 2025
SMAB: MAB based word Sensitivity Estimation Framework and its Applications in Adversarial Text Generation
NAACL 2025
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs
EMNLP 2024
ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments
EMNLP 2024
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning
NAACL 2024
Text2Afford: Probing Object Affordance Prediction abilities of Language Models solely from Text
CoNLL 2024
Tricking LLMs into Disobedience: Formalizing, Analyzing, and Detecting Jailbreaks
COLING 2024
A Robust Information-Masking Approach for Domain Counterfactual Generation
ACL 2023
Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction
IJCNLP 2023
SYNC: A Structurally Guided Hard Negative Curricula for Generalizable Neural Code Search
IJCNLP 2023
LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems
AAAI 2022
Multilingual CheckList: Generation and Evaluation
AACL 2022
Vector Space Interpolation for Query Expansion
AACL 2022
Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance
EMNLP 2021
TaxiNLI: Taking a Ride up the NLU Hill
CoNLL 2020
Integrating Knowledge and Reasoning in Image Understanding
IJCAI 2019
Recognizing Social Constructs from Textual Conversation
NAACL 2015
Towards Addressing the Winograd Schema Challenge — Building and Using a Semantic Parser and a Knowledge Hunting Module
IJCAI 2015